REBAGG: REsampled BAGGing for Imbalanced Regression.
Paula BrancoLuís TorgoRita P. RibeiroPublished in: LIDTA@ECML/PKDD (2018)
Keyphrases
- imbalanced data
- linear regression
- gradient boosting
- model averaging
- regression problems
- tree induction
- ensemble methods
- regression model
- least squares
- base learners
- imbalanced datasets
- decision trees
- random forest
- ensemble learning
- tree ensembles
- ridge regression
- imbalanced data sets
- random forests
- class imbalance
- gaussian processes
- regression trees
- learning machines
- regression algorithm
- machine learning
- ensemble classification
- meta learning
- data sets
- support vector
- ensemble classifier
- feature selection
- training set
- model selection
- class distribution
- minority class
- binary classification problems
- generalization error
- support vector regression
- variance reduction
- base classifiers
- prediction accuracy
- ensemble selection
- regression analysis
- randomized trees
- learning scheme